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The CMDB as an architecture source
https://www.reddit.com/r/programming/comments/1oziiwz/the_cmdb_as_an_architecture_source/

<!-- SC_OFF -->Many organizations assume their CMDB can double as an architectural source of truth because it contains applications, servers, owners, service lines, capabilities, and relationships. But the CMDB was built for IT service management workflows, not for architecture, and that mismatch creates problems the moment you look deeper. The main problems are the different definitions of the terms, a capability of business application can mean something very different. The lifespan of the data, Capabilities for example can come and go in CMDBS depending on the current needs. And the conceptual base, if you base your architecture on ITSM, your architecture will also be ITSM based. That might be an issue for EA. I use a data filter in my architecture to still use the data, but transform it to use in my architectural tool. The main conclusion is: a CMDB is essential for IT operations, but it is not an architecture repository. Using it as one leads to confusion, rework, and the wrong mental model of the organization. You definitely should still use the information in there, but don't carbon copy it. <!-- SC_ON --> submitted by /u/GeneralZiltoid (https://www.reddit.com/user/GeneralZiltoid)
[link] (https://frederickvanbrabant.com/blog/2025-11-15-the-cmdb-as-an-architecture-source/) [comments] (https://www.reddit.com/r/programming/comments/1oziiwz/the_cmdb_as_an_architecture_source/)
[Python] Orchestro CLI – Testing framework for CLI/TUI applications with parallel execution and AI-powered test generation
https://www.reddit.com/r/programming/comments/1p05io9/python_orchestro_cli_testing_framework_for_clitui/

<!-- SC_OFF -->After struggling with Expect and other terminal testing tools, I built Orchestro CLI to bring modern testing practices to command-line applications. What it does: - Write tests in YAML (no noscripting required) - Parallel test execution (5.25x faster than sequential) - Intelligent test generation from source code using AST analysis - Snapshot testing for terminal output - REST/GraphQL API for integration with your tools - JUnit XML reports for CI/CD pipelines Example test: name: Test Python REPL command: python steps: - send: "2 + 2" expect: "4" - send: "import sys" - send: "sys.version_info.major" expect: "3" The intelligence feature analyzes your CLI source code and generates test scenarios automatically. Point it at a Click or argparse-based CLI, and it creates tests for each command/subcommand. Performance: 50 tests that took 10 minutes now run in under 2 minutes with parallel execution. Production ready: 550 tests, 63% coverage, used in real CI/CD pipelines. Open source (MIT): https://github.com/jonthemediocre/orchestro-cli Install: pip install orchestro-cli Happy to answer questions about the architecture, AST analysis, or parallel execution system! <!-- SC_ON --> submitted by /u/Jonthemediocre (https://www.reddit.com/user/Jonthemediocre)
[link] (https://github.com/jonthemediocre/orchestro-cli) [comments] (https://www.reddit.com/r/programming/comments/1p05io9/python_orchestro_cli_testing_framework_for_clitui/)